Fix additional typos

aesara/compile/debugmode.py

@@ -104,8 +104,7 @@ class BadThunkOutput(DebugModeError):
 
     def str_diagnostic(self):
         """
-        Return a pretty multiline string representing the cause of
-        the exception.
+        Return a pretty multiline string representing the cause of the exception.
 
         """
         sio = StringIO()
@@ -347,8 +346,7 @@ class InvalidValueError(DebugModeError):
 
 
 def str_diagnostic(expected, value, rtol, atol):
-    """Return a pretty multiline string representing the cause
-    of the exception"""
+    """Return a pretty multiline string representing the cause of the exception."""
     sio = StringIO()
 
     try:

aesara/graph/features.py

@@ -25,7 +25,7 @@ class ReplacementDidNotRemoveError(Exception):
     """
     This exception should be thrown by replace_all_validate_remove
     when an optimization wanted to remove a Variable or a Node from
-    the graph, but the replacement it gived didn't do that.
+    the graph, but the replacement it gave didn't do that.
 
     """
 
@@ -153,9 +153,7 @@ class BadOptimization(Exception):
 
     def str_diagnostic(self):
         """
-        Return a pretty multiline string representating the cause
-        of the exception.
-
+        Return a pretty multiline string representing the cause of the exception.
         """
         # We have a pre-made message
         if getattr(self, "full_err", None) is not None:

doc/extending/unittest.rst

@@ -33,7 +33,7 @@ Unit Testing revolves around the following principles:
 This page is in no way meant to replace tutorials on Python's unittest
 module, for this we refer the reader to the `official documentation
 <http://docs.python.org/library/unittest.html>`_.  We will however
-adress certain specificities about how unittests relate to aesara.
+address certain specifics about how unittests relate to aesara.
 
 PyTest Primer
 ===============